Manuel A. Quintana, Ramón R. Palacio, Gilberto Borrego Soto
{"title":"Towards Natural Language Processing (NLP) based tool design for technical debt reduction on an agile project","authors":"Manuel A. Quintana, Ramón R. Palacio, Gilberto Borrego Soto","doi":"10.1109/CIMPS54606.2021.9652693","DOIUrl":null,"url":null,"abstract":"This work presents the first approach towards a design of a tool to support agile projects documentation process based on Natural Language Processing (NLP). It is presented a proposed design of a tool as a result of the analysis of the NLP potential to improve agile project documentation processes. The tool has three different approaches: text-diagram, code-diagram, and a full version, which includes the above approaches being text-code-diagram. Finally, the potential advantages and disadvantages of each approach are discussed. In addition, we present the following steps on the future work towards the development of a tool from the proposed design.","PeriodicalId":243734,"journal":{"name":"2021 10th International Conference On Software Process Improvement (CIMPS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 10th International Conference On Software Process Improvement (CIMPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIMPS54606.2021.9652693","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1
Abstract
This work presents the first approach towards a design of a tool to support agile projects documentation process based on Natural Language Processing (NLP). It is presented a proposed design of a tool as a result of the analysis of the NLP potential to improve agile project documentation processes. The tool has three different approaches: text-diagram, code-diagram, and a full version, which includes the above approaches being text-code-diagram. Finally, the potential advantages and disadvantages of each approach are discussed. In addition, we present the following steps on the future work towards the development of a tool from the proposed design.